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Poplar Optimization Algorithm || Step-By-Step || ~xRay Pixy

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The Poplar Optimization Algorithm (POA) is a nature-inspired optimization method based on how poplar trees reproduce. It uses sexual propagation (seed dispersal by wind) for exploration and asexual reproduction (cutting and regrowth) for exploitation. Mutation and chaos factors help maintain diversity and prevent premature convergence, making POA efficient for solving complex optimization problems. Learn the Poplar Optimization Algorithm Step-By-Step using Examples. Video Chapters: Poplar Optimization Algorithm (POA) 00:00 Introduction 02:12 POA Applications 03:32 POA Steps 05:50 Execute Algorithm 1 13:45 Execute Algorithm 2 16:38 Execute Algorithm 3 18:15 Conclusion Main Points of the Poplar Optimization Algorithm (POA) Nature-Inspired Algorithm ā€“ Based on the reproductive mechanisms of poplar trees. Two Key Processes : Sexual Propagation (Seed Dispersal) ā€“ Uses wind to spread seeds, allowing broad exploration. Asexual Reproduction (Cuttings) ā€“ Strong branches grow ...

Emperor Penguin Optimizer Step-by-Step Learning ~xRay Pixy

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Emperor Penguin Optimizer   Learn Emperor Penguin Optimization Algorithm Step-by-Step. A bio-inspired algorithm which mimic the huddling behavior of Emperor Penguin. Video Chapters: Introduction: 00:00 What is emperor penguin optimization: 00:23 Emperor Penguin: 00:58 Emperor Penguin huddle: 01:50 Emperor Penguin Optimizer Flowchart: 03:19 Generate Emperor Penguin huddle boundary: 04:34 Calculate Temperature around huddle: 06:18 Calculate Distance between Emperor Penguins: 07:45 Relocate Effective Mover: 09:45 Emperor Penguin Optimization Steps: 10:52 Conclusion: 12:38 Emperor Penguin Optimizer is a Novel Bio-Inspired Metaheuristic Algorithm which is inspired by the huddling behavior of Emperor Penguin. Penguins are Aquatic Flightless Birds. Penguins spends their 50% life on the land and 50% life in the water. Penguin largest species is known as Emperor Penguin. Both male and female emperor penguins are similar in size. Emperor penguin is the only species which use huddle f...
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